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Thomas E. Potok
Thomas E. Potok
Computational Data Analytics Group Leader, Oak Ridge National Laboratory
Verified email at ornl.gov - Homepage
Title
Cited by
Cited by
Year
A survey of neuromorphic computing and neural networks in hardware
CD Schuman, TE Potok, RM Patton, JD Birdwell, ME Dean, GS Rose, ...
arXiv preprint arXiv:1705.06963, 2017
9112017
Document clustering using particle swarm optimization
X Cui, TE Potok, P Palathingal
Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005., 185-191, 2005
4802005
TF-ICF: A new term weighting scheme for clustering dynamic data streams
JW Reed, Y Jiao, TE Potok, BA Klump, MT Elmore, AR Hurson
2006 5th International Conference on Machine Learning and Applications …, 2006
2232006
Document clustering analysis based on hybrid PSO+ K-means algorithm
X Cui, TE Potok
Journal of Computer Sciences (special issue) 27, 33, 2005
2142005
A flocking based algorithm for document clustering analysis
X Cui, J Gao, TE Potok
Journal of systems architecture 52 (8-9), 505-515, 2006
1552006
A study of complex deep learning networks on high-performance, neuromorphic, and quantum computers
TE Potok, C Schuman, S Young, R Patton, F Spedalieri, J Liu, KT Yao, ...
ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (2), 1-21, 2018
1122018
System for gathering and summarizing internet information
TE Potok, MT Elmore, JW Reed, JN Treadwell, NF Samatova
US Patent 7,072,883, 2006
92*2006
Efficiently embedding QUBO problems on adiabatic quantum computers
P Date, R Patton, C Schuman, T Potok
Quantum Information Processing 18, 1-31, 2019
862019
AN AGENT-BASED METHOD FOR DISTRIBUTED CLUSTERING OF TEXTUAL INFORMATION
WO Patent WO/2006/044,070, 2006
78*2006
Evolutionary optimization for neuromorphic systems
CD Schuman, JP Mitchell, RM Patton, TE Potok, JS Plank
Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020
742020
Adiabatic quantum linear regression
P Date, T Potok
Scientific reports 11 (1), 21905, 2021
682021
A bridge for accelerating materials by design
BG Sumpter, RK Vasudevan, T Potok, SV Kalinin
NPJ Computational Materials 1 (1), 1-11, 2015
602015
Method for detecting sophisticated cyber attacks
TE Potok
US Patent 7,454,790, 2008
602008
Evolving deep networks using hpc
SR Young, DC Rose, T Johnston, WT Heller, TP Karnowski, TE Potok, ...
Proceedings of the Machine Learning on HPC Environments, 1-7, 2017
542017
Bayesian multi-objective hyperparameter optimization for accurate, fast, and efficient neural network accelerator design
M Parsa, JP Mitchell, CD Schuman, RM Patton, TE Potok, K Roy
Frontiers in neuroscience 14, 527249, 2020
532020
Automated feature generation in large-scale geospatial libraries for content-based indexing
KW Tobin, BL Bhaduri, EA Bright, A Cheriyadat, TP Karnowski, ...
Photogrammetric Engineering & Remote Sensing 72 (5), 531-540, 2006
512006
GPU-accelerated text mining
Y Zhang, F Mueller, X Cui, T Potok
Workshop on exploiting parallelism using GPUs and other hardware-assisted …, 2009
472009
GPU enhanced parallel computing for large scale data clustering
X Cui, JS Charles, T Potok
Future Generation Computer Systems 29 (7), 1736-1741, 2013
442013
Data-intensive document clustering on graphics processing unit (GPU) clusters
Y Zhang, F Mueller, X Cui, T Potok
Journal of Parallel and Distributed Computing 71 (2), 211-224, 2011
442011
A distributed agent implementation of multiple species flocking model for document partitioning clustering
X Cui, TE Potok
Cooperative Information Agents X: 10th International Workshop, CIA 2006 …, 2006
422006
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